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regression

Papers

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Showing 2201–2250 of 9424 papers

TitleStatusHype
Adaptive Stress Testing for Adversarial Learning in a Financial Environment—0
Barely Biased Learning for Gaussian Process Regression—0
BAPGAN: GAN-based Bone Age Progression of Femur and Phalange X-ray Images—0
An algebraic-geometric approach for linear regression without correspondences—0
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer—0
Deep sparse multi-task learning for feature selection in Alzheimer’s disease diagnosis—0
Bank Card Usage Prediction Exploiting Geolocation Information—0
Bandwidth Selection for Treatment Choice with Binary Outcomes—0
An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression—0
An Aggregation Method for Sparse Logistic Regression—0
Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits—0
Adaptive sparse variational approximations for Gaussian process regression—0
Deep Sigma Point Processes—0
An Aggregate and Iterative Disaggregate Algorithm with Proven Optimality in Machine Learning—0
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)—0
A Compact Network Learning Model for Distribution Regression—0
BALI: Learning Neural Networks via Bayesian Layerwise Inference—0
An Adversarial Approach to Evaluating the Robustness of Event Identification Models—0
Adaptive sparseness for correntropy-based robust regression via automatic relevance determination—0
DeepSample: DNN sampling-based testing for operational accuracy assessment—0
DeepSkeleton: Skeleton Map for 3D Human Pose Regression—0
Deep Spatial Regression Model for Image Crowd Counting—0
Deep Transfer Learning with Ridge Regression—0
Balanced Depth Completion between Dense Depth Inference and Sparse Range Measurements via KISS-GP—0
An ADMM approach for multi-response regression with overlapping groups and interaction effects—0
Balanced Activation for Long-tailed Visual Recognition—0
Bag-of-Words Method Applied to Accelerometer Measurements for the Purpose of Classification and Energy Estimation—0
Adaptive Sketches for Robust Regression with Importance Sampling—0
A Communication-Efficient Parallel Method for Group-Lasso—0
An Actor-Centric Causality Graph for Asynchronous Temporal Inference in Group Activity—0
Bagged Polynomial Regression and Neural Networks—0
Adaptive Segmentation-Based Initialization for Steered Mixture of Experts Image Regression—0
EventTrojan: Manipulating Non-Intrusive Speech Quality Assessment via Imperceptible Events—0
An Action Recognition network for specific target based on rMC and RPN—0
A Benchmark and Comparison of Active Learning for Logistic Regression—0
Deep Repulsive Clustering of Ordered Data Based on Order-Identity Decomposition—0
Backward Compatibility During Data Updates by Weight Interpolation—0
An Accurate and Efficient Large-scale Regression Method through Best Friend Clustering—0
Adaptive Scheduling for Machine Learning Tasks over Networks—0
Backhaul-Constrained Multi-Cell Cooperation Leveraging Sparsity and Spectral Clustering—0
A Multi-Variate Triple-Regression Forecasting Algorithm for Long-Term Customized Allergy Season Prediction—0
A Combinatorial Characterization of Supervised Online Learnability—0
Backdoor Attack and Defense for Deep Regression—0
A Multi-Scale Tensor Network Architecture for Classification and Regression—0
A Work Zone Simulation Model for Travel Time Prediction in a Connected Vehicle Environment—0
A Multi-objective Exploratory Procedure for Regression Model Selection—0
Adaptive Scaling—0
Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time—0
Deep Residual Text Detection Network for Scene Text—0
A working likelihood approach to support vector regression with a data-driven insensitivity parameter—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified